Physics-informed neural networks (PINNs) represent a burgeoning paradigm in computational science, whereby deep learning frameworks are augmented with explicit physical laws to solve both forward and ...

2360 has usual homework, in addition to the projects. It also has exams and a final 2460 has its own additional homework but 2460 does not have any exams or finals The main reason to take 2460 (in ...

Methods for solving linear, ordinary, and partial differential equations of mathematical physics. Green's functions, distribution theory, integral equations, transforms, potential theory, diffusion ...